A quasi-Euclidean norm to speed up vector median filtering

被引:53
作者
Barni, M [1 ]
Buti, F
Bartolini, F
Cappellini, V
机构
[1] Univ Siena, Dipartimento Ingn Informaz, I-53100 Siena, Italy
[2] Univ Florence, Dipartimento Elettron & Telecomun, I-50139 Florence, Italy
关键词
D O I
10.1109/83.869182
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For reducing impulsive noise without degrading image contours, median filtering is a powerful tool. In multiband images, as for example color images or vector fields obtained by optic flow computation, a vector median filter can be used. Vector median filters are defined on the basis of a suitable distance, the best performing distance being the Euclidean, Euclidean distance is evaluated by using the Euclidean norm which is quite demanding from the point of view of computation given that a square root is required. In this paper an optimal piece-wise linear approximation of the Euclidean norm is presented which is applied to vector median filtering.
引用
收藏
页码:1704 / 1709
页数:6
相关论文
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